Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 205 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 41.8 KiB |
| Average record size in memory | 208.6 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 16 |
normalized-losses has a high cardinality: 52 distinct values | High cardinality |
horsepower has a high cardinality: 60 distinct values | High cardinality |
price has a high cardinality: 187 distinct values | High cardinality |
symboling is highly correlated with wheel-base and 1 other fields | High correlation |
wheel-base is highly correlated with symboling and 6 other fields | High correlation |
length is highly correlated with wheel-base and 6 other fields | High correlation |
width is highly correlated with wheel-base and 5 other fields | High correlation |
height is highly correlated with symboling and 2 other fields | High correlation |
curb-weight is highly correlated with wheel-base and 5 other fields | High correlation |
engine-size is highly correlated with wheel-base and 5 other fields | High correlation |
city-mpg is highly correlated with length and 4 other fields | High correlation |
highway-mpg is highly correlated with wheel-base and 5 other fields | High correlation |
symboling is highly correlated with wheel-base and 1 other fields | High correlation |
wheel-base is highly correlated with symboling and 6 other fields | High correlation |
length is highly correlated with wheel-base and 5 other fields | High correlation |
width is highly correlated with wheel-base and 5 other fields | High correlation |
height is highly correlated with symboling and 1 other fields | High correlation |
curb-weight is highly correlated with wheel-base and 5 other fields | High correlation |
engine-size is highly correlated with wheel-base and 5 other fields | High correlation |
city-mpg is highly correlated with length and 4 other fields | High correlation |
highway-mpg is highly correlated with wheel-base and 5 other fields | High correlation |
wheel-base is highly correlated with length and 3 other fields | High correlation |
length is highly correlated with wheel-base and 5 other fields | High correlation |
width is highly correlated with wheel-base and 5 other fields | High correlation |
curb-weight is highly correlated with wheel-base and 5 other fields | High correlation |
engine-size is highly correlated with wheel-base and 5 other fields | High correlation |
city-mpg is highly correlated with length and 4 other fields | High correlation |
highway-mpg is highly correlated with length and 4 other fields | High correlation |
make is highly correlated with num-of-cylinders and 9 other fields | High correlation |
aspiration is highly correlated with fuel-system and 4 other fields | High correlation |
num-of-doors is highly correlated with body-style | High correlation |
body-style is highly correlated with num-of-doors | High correlation |
num-of-cylinders is highly correlated with make and 6 other fields | High correlation |
fuel-system is highly correlated with make and 5 other fields | High correlation |
stroke is highly correlated with make and 10 other fields | High correlation |
horsepower is highly correlated with make and 10 other fields | High correlation |
engine-type is highly correlated with make and 5 other fields | High correlation |
drive-wheels is highly correlated with make and 2 other fields | High correlation |
bore is highly correlated with make and 9 other fields | High correlation |
engine-location is highly correlated with make and 4 other fields | High correlation |
normalized-losses is highly correlated with make and 1 other fields | High correlation |
peak-rpm is highly correlated with make and 8 other fields | High correlation |
fuel-type is highly correlated with fuel-system and 4 other fields | High correlation |
symboling is highly correlated with normalized-losses and 12 other fields | High correlation |
normalized-losses is highly correlated with symboling and 19 other fields | High correlation |
make is highly correlated with symboling and 21 other fields | High correlation |
fuel-type is highly correlated with aspiration and 6 other fields | High correlation |
aspiration is highly correlated with make and 6 other fields | High correlation |
num-of-doors is highly correlated with symboling and 5 other fields | High correlation |
body-style is highly correlated with normalized-losses and 8 other fields | High correlation |
drive-wheels is highly correlated with symboling and 16 other fields | High correlation |
engine-location is highly correlated with make and 6 other fields | High correlation |
wheel-base is highly correlated with symboling and 19 other fields | High correlation |
length is highly correlated with symboling and 19 other fields | High correlation |
width is highly correlated with symboling and 18 other fields | High correlation |
height is highly correlated with symboling and 19 other fields | High correlation |
curb-weight is highly correlated with symboling and 18 other fields | High correlation |
engine-type is highly correlated with normalized-losses and 15 other fields | High correlation |
num-of-cylinders is highly correlated with normalized-losses and 16 other fields | High correlation |
engine-size is highly correlated with normalized-losses and 18 other fields | High correlation |
fuel-system is highly correlated with normalized-losses and 18 other fields | High correlation |
bore is highly correlated with symboling and 22 other fields | High correlation |
stroke is highly correlated with symboling and 22 other fields | High correlation |
compression-ratio is highly correlated with make and 15 other fields | High correlation |
horsepower is highly correlated with symboling and 23 other fields | High correlation |
peak-rpm is highly correlated with symboling and 22 other fields | High correlation |
city-mpg is highly correlated with normalized-losses and 15 other fields | High correlation |
highway-mpg is highly correlated with normalized-losses and 17 other fields | High correlation |
price is uniformly distributed | Uniform |
symboling has 67 (32.7%) zeros | Zeros |
Reproduction
| Analysis started | 2022-06-27 07:23:16.555722 |
|---|---|
| Analysis finished | 2022-06-27 07:23:33.845557 |
| Duration | 17.29 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 6 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8341463415 |
| Minimum | -2 |
|---|---|
| Maximum | 3 |
| Zeros | 67 |
| Zeros (%) | 32.7% |
| Negative | 25 |
| Negative (%) | 12.2% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.245306828 |
|---|---|
| Coefficient of variation (CV) | 1.492911695 |
| Kurtosis | -0.6762713562 |
| Mean | 0.8341463415 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2110722721 |
| Sum | 171 |
| Variance | 1.550789096 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 67 | |
| 1 | 54 | |
| 2 | 32 | |
| 3 | 27 | |
| -1 | 22 | 10.7% |
| -2 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| -2 | 3 | 1.5% |
| -1 | 22 | 10.7% |
| 0 | 67 | |
| 1 | 54 | |
| 2 | 32 | |
| 3 | 27 |
| Value | Count | Frequency (%) |
| 3 | 27 | |
| 2 | 32 | |
| 1 | 54 | |
| 0 | 67 | |
| -1 | 22 | 10.7% |
| -2 | 3 | 1.5% |
| Distinct | 52 |
|---|---|
| Distinct (%) | 25.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| ? | |
|---|---|
| 161 | 11 |
| 91 | 8 |
| 150 | 7 |
| 134 | 6 |
| Other values (47) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.356097561 |
| Min length | 1 |
Characters and Unicode
| Total characters | 483 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 4.9% |
Sample
| 1st row | ? |
|---|---|
| 2nd row | ? |
| 3rd row | ? |
| 4th row | 164 |
| 5th row | 164 |
Common Values
| Value | Count | Frequency (%) |
| ? | 41 | 20.0% |
| 161 | 11 | 5.4% |
| 91 | 8 | 3.9% |
| 150 | 7 | 3.4% |
| 134 | 6 | 2.9% |
| 128 | 6 | 2.9% |
| 104 | 6 | 2.9% |
| 85 | 5 | 2.4% |
| 94 | 5 | 2.4% |
| 65 | 5 | 2.4% |
| Other values (42) | 105 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 41 | 20.0% | |
| 161 | 11 | 5.4% |
| 91 | 8 | 3.9% |
| 150 | 7 | 3.4% |
| 134 | 6 | 2.9% |
| 128 | 6 | 2.9% |
| 104 | 6 | 2.9% |
| 74 | 5 | 2.4% |
| 95 | 5 | 2.4% |
| 103 | 5 | 2.4% |
| Other values (42) | 105 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 151 | |
| 8 | 44 | 9.1% |
| ? | 41 | 8.5% |
| 5 | 38 | 7.9% |
| 9 | 36 | 7.5% |
| 0 | 36 | 7.5% |
| 4 | 36 | 7.5% |
| 2 | 30 | 6.2% |
| 6 | 29 | 6.0% |
| 3 | 26 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 442 | |
| Other Punctuation | 41 | 8.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 151 | |
| 8 | 44 | 10.0% |
| 5 | 38 | 8.6% |
| 9 | 36 | 8.1% |
| 0 | 36 | 8.1% |
| 4 | 36 | 8.1% |
| 2 | 30 | 6.8% |
| 6 | 29 | 6.6% |
| 3 | 26 | 5.9% |
| 7 | 16 | 3.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| ? | 41 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 483 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 151 | |
| 8 | 44 | 9.1% |
| ? | 41 | 8.5% |
| 5 | 38 | 7.9% |
| 9 | 36 | 7.5% |
| 0 | 36 | 7.5% |
| 4 | 36 | 7.5% |
| 2 | 30 | 6.2% |
| 6 | 29 | 6.0% |
| 3 | 26 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 483 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 151 | |
| 8 | 44 | 9.1% |
| ? | 41 | 8.5% |
| 5 | 38 | 7.9% |
| 9 | 36 | 7.5% |
| 0 | 36 | 7.5% |
| 4 | 36 | 7.5% |
| 2 | 30 | 6.2% |
| 6 | 29 | 6.0% |
| 3 | 26 | 5.4% |
| Distinct | 22 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| toyota | |
|---|---|
| nissan | |
| mazda | |
| mitsubishi | |
| honda | |
| Other values (17) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 6.47804878 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1328 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | alfa-romero |
|---|---|
| 2nd row | alfa-romero |
| 3rd row | alfa-romero |
| 4th row | audi |
| 5th row | audi |
Common Values
| Value | Count | Frequency (%) |
| toyota | 32 | |
| nissan | 18 | 8.8% |
| mazda | 17 | 8.3% |
| mitsubishi | 13 | 6.3% |
| honda | 13 | 6.3% |
| volkswagen | 12 | 5.9% |
| subaru | 12 | 5.9% |
| peugot | 11 | 5.4% |
| volvo | 11 | 5.4% |
| dodge | 9 | 4.4% |
| Other values (12) | 57 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| toyota | 32 | |
| nissan | 18 | 8.8% |
| mazda | 17 | 8.3% |
| mitsubishi | 13 | 6.3% |
| honda | 13 | 6.3% |
| volkswagen | 12 | 5.9% |
| subaru | 12 | 5.9% |
| peugot | 11 | 5.4% |
| volvo | 11 | 5.4% |
| dodge | 9 | 4.4% |
| Other values (12) | 57 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 154 | 11.6% |
| o | 152 | 11.4% |
| s | 109 | 8.2% |
| t | 100 | 7.5% |
| e | 81 | 6.1% |
| u | 76 | 5.7% |
| n | 71 | 5.3% |
| i | 68 | 5.1% |
| d | 63 | 4.7% |
| m | 57 | 4.3% |
| Other values (15) | 397 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1317 | |
| Dash Punctuation | 11 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 154 | 11.7% |
| o | 152 | 11.5% |
| s | 109 | 8.3% |
| t | 100 | 7.6% |
| e | 81 | 6.2% |
| u | 76 | 5.8% |
| n | 71 | 5.4% |
| i | 68 | 5.2% |
| d | 63 | 4.8% |
| m | 57 | 4.3% |
| Other values (14) | 386 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1317 | |
| Common | 11 | 0.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 154 | 11.7% |
| o | 152 | 11.5% |
| s | 109 | 8.3% |
| t | 100 | 7.6% |
| e | 81 | 6.2% |
| u | 76 | 5.8% |
| n | 71 | 5.4% |
| i | 68 | 5.2% |
| d | 63 | 4.8% |
| m | 57 | 4.3% |
| Other values (14) | 386 |
Common
| Value | Count | Frequency (%) |
| - | 11 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1328 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 154 | 11.6% |
| o | 152 | 11.4% |
| s | 109 | 8.2% |
| t | 100 | 7.5% |
| e | 81 | 6.1% |
| u | 76 | 5.7% |
| n | 71 | 5.3% |
| i | 68 | 5.1% |
| d | 63 | 4.7% |
| m | 57 | 4.3% |
| Other values (15) | 397 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| gas | |
|---|---|
| diesel |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.292682927 |
| Min length | 3 |
Characters and Unicode
| Total characters | 675 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | gas |
|---|---|
| 2nd row | gas |
| 3rd row | gas |
| 4th row | gas |
| 5th row | gas |
Common Values
| Value | Count | Frequency (%) |
| gas | 185 | |
| diesel | 20 | 9.8% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| gas | 185 | |
| diesel | 20 | 9.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 205 | |
| g | 185 | |
| a | 185 | |
| e | 40 | 5.9% |
| d | 20 | 3.0% |
| i | 20 | 3.0% |
| l | 20 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 675 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 205 | |
| g | 185 | |
| a | 185 | |
| e | 40 | 5.9% |
| d | 20 | 3.0% |
| i | 20 | 3.0% |
| l | 20 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 675 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 205 | |
| g | 185 | |
| a | 185 | |
| e | 40 | 5.9% |
| d | 20 | 3.0% |
| i | 20 | 3.0% |
| l | 20 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 675 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 205 | |
| g | 185 | |
| a | 185 | |
| e | 40 | 5.9% |
| d | 20 | 3.0% |
| i | 20 | 3.0% |
| l | 20 | 3.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| std | |
|---|---|
| turbo |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.36097561 |
| Min length | 3 |
Characters and Unicode
| Total characters | 689 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | std |
|---|---|
| 2nd row | std |
| 3rd row | std |
| 4th row | std |
| 5th row | std |
Common Values
| Value | Count | Frequency (%) |
| std | 168 | |
| turbo | 37 | 18.0% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| std | 168 | |
| turbo | 37 | 18.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 205 | |
| s | 168 | |
| d | 168 | |
| u | 37 | 5.4% |
| r | 37 | 5.4% |
| b | 37 | 5.4% |
| o | 37 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 689 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 205 | |
| s | 168 | |
| d | 168 | |
| u | 37 | 5.4% |
| r | 37 | 5.4% |
| b | 37 | 5.4% |
| o | 37 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 689 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 205 | |
| s | 168 | |
| d | 168 | |
| u | 37 | 5.4% |
| r | 37 | 5.4% |
| b | 37 | 5.4% |
| o | 37 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 689 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 205 | |
| s | 168 | |
| d | 168 | |
| u | 37 | 5.4% |
| r | 37 | 5.4% |
| b | 37 | 5.4% |
| o | 37 | 5.4% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| four | |
|---|---|
| two | |
| ? | 2 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.536585366 |
| Min length | 1 |
Characters and Unicode
| Total characters | 725 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | two |
|---|---|
| 2nd row | two |
| 3rd row | two |
| 4th row | four |
| 5th row | four |
Common Values
| Value | Count | Frequency (%) |
| four | 114 | |
| two | 89 | |
| ? | 2 | 1.0% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| four | 114 | |
| two | 89 | |
| 2 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 203 | |
| f | 114 | |
| u | 114 | |
| r | 114 | |
| t | 89 | |
| w | 89 | |
| ? | 2 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 723 | |
| Other Punctuation | 2 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 203 | |
| f | 114 | |
| u | 114 | |
| r | 114 | |
| t | 89 | |
| w | 89 |
Other Punctuation
| Value | Count | Frequency (%) |
| ? | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 723 | |
| Common | 2 | 0.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 203 | |
| f | 114 | |
| u | 114 | |
| r | 114 | |
| t | 89 | |
| w | 89 |
Common
| Value | Count | Frequency (%) |
| ? | 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 725 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 203 | |
| f | 114 | |
| u | 114 | |
| r | 114 | |
| t | 89 | |
| w | 89 | |
| ? | 2 | 0.3% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| sedan | |
|---|---|
| hatchback | |
| wagon | |
| hardtop | 8 |
| convertible | 6 |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 6.619512195 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1357 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | convertible |
|---|---|
| 2nd row | convertible |
| 3rd row | hatchback |
| 4th row | sedan |
| 5th row | sedan |
Common Values
| Value | Count | Frequency (%) |
| sedan | 96 | |
| hatchback | 70 | |
| wagon | 25 | 12.2% |
| hardtop | 8 | 3.9% |
| convertible | 6 | 2.9% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| sedan | 96 | |
| hatchback | 70 | |
| wagon | 25 | 12.2% |
| hardtop | 8 | 3.9% |
| convertible | 6 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 269 | |
| h | 148 | |
| c | 146 | |
| n | 127 | |
| e | 108 | |
| d | 104 | 7.7% |
| s | 96 | 7.1% |
| t | 84 | 6.2% |
| b | 76 | 5.6% |
| k | 70 | 5.2% |
| Other values (8) | 129 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1357 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 269 | |
| h | 148 | |
| c | 146 | |
| n | 127 | |
| e | 108 | |
| d | 104 | 7.7% |
| s | 96 | 7.1% |
| t | 84 | 6.2% |
| b | 76 | 5.6% |
| k | 70 | 5.2% |
| Other values (8) | 129 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1357 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 269 | |
| h | 148 | |
| c | 146 | |
| n | 127 | |
| e | 108 | |
| d | 104 | 7.7% |
| s | 96 | 7.1% |
| t | 84 | 6.2% |
| b | 76 | 5.6% |
| k | 70 | 5.2% |
| Other values (8) | 129 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1357 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 269 | |
| h | 148 | |
| c | 146 | |
| n | 127 | |
| e | 108 | |
| d | 104 | 7.7% |
| s | 96 | 7.1% |
| t | 84 | 6.2% |
| b | 76 | 5.6% |
| k | 70 | 5.2% |
| Other values (8) | 129 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| fwd | |
|---|---|
| rwd | |
| 4wd | 9 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 615 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | rwd |
|---|---|
| 2nd row | rwd |
| 3rd row | rwd |
| 4th row | fwd |
| 5th row | 4wd |
Common Values
| Value | Count | Frequency (%) |
| fwd | 120 | |
| rwd | 76 | |
| 4wd | 9 | 4.4% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| fwd | 120 | |
| rwd | 76 | |
| 4wd | 9 | 4.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| w | 205 | |
| d | 205 | |
| f | 120 | |
| r | 76 | 12.4% |
| 4 | 9 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 606 | |
| Decimal Number | 9 | 1.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| w | 205 | |
| d | 205 | |
| f | 120 | |
| r | 76 | 12.5% |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 9 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 606 | |
| Common | 9 | 1.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| w | 205 | |
| d | 205 | |
| f | 120 | |
| r | 76 | 12.5% |
Common
| Value | Count | Frequency (%) |
| 4 | 9 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 615 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| w | 205 | |
| d | 205 | |
| f | 120 | |
| r | 76 | 12.4% |
| 4 | 9 | 1.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| front | |
|---|---|
| rear | 3 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.985365854 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1022 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | front |
|---|---|
| 2nd row | front |
| 3rd row | front |
| 4th row | front |
| 5th row | front |
Common Values
| Value | Count | Frequency (%) |
| front | 202 | |
| rear | 3 | 1.5% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| front | 202 | |
| rear | 3 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 208 | |
| f | 202 | |
| o | 202 | |
| n | 202 | |
| t | 202 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1022 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 208 | |
| f | 202 | |
| o | 202 | |
| n | 202 | |
| t | 202 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1022 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 208 | |
| f | 202 | |
| o | 202 | |
| n | 202 | |
| t | 202 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1022 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 208 | |
| f | 202 | |
| o | 202 | |
| n | 202 | |
| t | 202 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
| Distinct | 53 |
|---|---|
| Distinct (%) | 25.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.75658537 |
| Minimum | 86.6 |
|---|---|
| Maximum | 120.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 86.6 |
|---|---|
| 5-th percentile | 93.02 |
| Q1 | 94.5 |
| median | 97 |
| Q3 | 102.4 |
| 95-th percentile | 110 |
| Maximum | 120.9 |
| Range | 34.3 |
| Interquartile range (IQR) | 7.9 |
Descriptive statistics
| Standard deviation | 6.021775685 |
|---|---|
| Coefficient of variation (CV) | 0.06097594062 |
| Kurtosis | 1.017038946 |
| Mean | 98.75658537 |
| Median Absolute Deviation (MAD) | 2.7 |
| Skewness | 1.050213776 |
| Sum | 20245.1 |
| Variance | 36.2617824 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 94.5 | 21 | 10.2% |
| 93.7 | 20 | 9.8% |
| 95.7 | 13 | 6.3% |
| 96.5 | 8 | 3.9% |
| 97.3 | 7 | 3.4% |
| 98.4 | 7 | 3.4% |
| 104.3 | 6 | 2.9% |
| 100.4 | 6 | 2.9% |
| 107.9 | 6 | 2.9% |
| 98.8 | 6 | 2.9% |
| Other values (43) | 105 |
| Value | Count | Frequency (%) |
| 86.6 | 2 | 1.0% |
| 88.4 | 1 | 0.5% |
| 88.6 | 2 | 1.0% |
| 89.5 | 3 | 1.5% |
| 91.3 | 2 | 1.0% |
| 93 | 1 | 0.5% |
| 93.1 | 5 | 2.4% |
| 93.3 | 1 | 0.5% |
| 93.7 | 20 | |
| 94.3 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 120.9 | 1 | 0.5% |
| 115.6 | 2 | 1.0% |
| 114.2 | 4 | |
| 113 | 2 | 1.0% |
| 112 | 1 | 0.5% |
| 110 | 3 | |
| 109.1 | 5 | |
| 108 | 1 | 0.5% |
| 107.9 | 6 | |
| 106.7 | 1 | 0.5% |
| Distinct | 75 |
|---|---|
| Distinct (%) | 36.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.0492683 |
| Minimum | 141.1 |
|---|---|
| Maximum | 208.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 141.1 |
|---|---|
| 5-th percentile | 157.14 |
| Q1 | 166.3 |
| median | 173.2 |
| Q3 | 183.1 |
| 95-th percentile | 196.36 |
| Maximum | 208.1 |
| Range | 67 |
| Interquartile range (IQR) | 16.8 |
Descriptive statistics
| Standard deviation | 12.33728853 |
|---|---|
| Coefficient of variation (CV) | 0.0708838862 |
| Kurtosis | -0.08289485345 |
| Mean | 174.0492683 |
| Median Absolute Deviation (MAD) | 6.9 |
| Skewness | 0.1559537713 |
| Sum | 35680.1 |
| Variance | 152.2086882 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 157.3 | 15 | 7.3% |
| 188.8 | 11 | 5.4% |
| 171.7 | 7 | 3.4% |
| 186.7 | 7 | 3.4% |
| 166.3 | 7 | 3.4% |
| 165.3 | 6 | 2.9% |
| 177.8 | 6 | 2.9% |
| 176.2 | 6 | 2.9% |
| 186.6 | 6 | 2.9% |
| 172 | 5 | 2.4% |
| Other values (65) | 129 |
| Value | Count | Frequency (%) |
| 141.1 | 1 | 0.5% |
| 144.6 | 2 | 1.0% |
| 150 | 3 | 1.5% |
| 155.9 | 3 | 1.5% |
| 156.9 | 1 | 0.5% |
| 157.1 | 1 | 0.5% |
| 157.3 | 15 | |
| 157.9 | 1 | 0.5% |
| 158.7 | 3 | 1.5% |
| 158.8 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 208.1 | 1 | 0.5% |
| 202.6 | 2 | |
| 199.6 | 2 | |
| 199.2 | 1 | 0.5% |
| 198.9 | 4 | |
| 197 | 1 | 0.5% |
| 193.8 | 1 | 0.5% |
| 192.7 | 3 | |
| 191.7 | 1 | 0.5% |
| 190.9 | 2 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 21.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.90780488 |
| Minimum | 60.3 |
|---|---|
| Maximum | 72.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 60.3 |
|---|---|
| 5-th percentile | 63.6 |
| Q1 | 64.1 |
| median | 65.5 |
| Q3 | 66.9 |
| 95-th percentile | 70.46 |
| Maximum | 72.3 |
| Range | 12 |
| Interquartile range (IQR) | 2.8 |
Descriptive statistics
| Standard deviation | 2.145203853 |
|---|---|
| Coefficient of variation (CV) | 0.03254855562 |
| Kurtosis | 0.7027642441 |
| Mean | 65.90780488 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | 0.9040034988 |
| Sum | 13511.1 |
| Variance | 4.60189957 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 63.8 | 24 | 11.7% |
| 66.5 | 23 | 11.2% |
| 65.4 | 15 | 7.3% |
| 63.6 | 11 | 5.4% |
| 64.4 | 10 | 4.9% |
| 68.4 | 10 | 4.9% |
| 64 | 9 | 4.4% |
| 65.5 | 8 | 3.9% |
| 65.2 | 7 | 3.4% |
| 64.2 | 6 | 2.9% |
| Other values (34) | 82 |
| Value | Count | Frequency (%) |
| 60.3 | 1 | 0.5% |
| 61.8 | 1 | 0.5% |
| 62.5 | 1 | 0.5% |
| 63.4 | 1 | 0.5% |
| 63.6 | 11 | |
| 63.8 | 24 | |
| 63.9 | 3 | 1.5% |
| 64 | 9 | 4.4% |
| 64.1 | 2 | 1.0% |
| 64.2 | 6 | 2.9% |
| Value | Count | Frequency (%) |
| 72.3 | 1 | 0.5% |
| 72 | 1 | 0.5% |
| 71.7 | 3 | |
| 71.4 | 3 | |
| 70.9 | 1 | 0.5% |
| 70.6 | 1 | 0.5% |
| 70.5 | 1 | 0.5% |
| 70.3 | 3 | |
| 69.6 | 2 | |
| 68.9 | 4 |
| Distinct | 49 |
|---|---|
| Distinct (%) | 23.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.72487805 |
| Minimum | 47.8 |
|---|---|
| Maximum | 59.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 47.8 |
|---|---|
| 5-th percentile | 49.7 |
| Q1 | 52 |
| median | 54.1 |
| Q3 | 55.5 |
| 95-th percentile | 57.5 |
| Maximum | 59.8 |
| Range | 12 |
| Interquartile range (IQR) | 3.5 |
Descriptive statistics
| Standard deviation | 2.44352197 |
|---|---|
| Coefficient of variation (CV) | 0.04548213153 |
| Kurtosis | -0.4438123651 |
| Mean | 53.72487805 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 0.06312273247 |
| Sum | 11013.6 |
| Variance | 5.970799617 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 50.8 | 14 | 6.8% |
| 52 | 12 | 5.9% |
| 55.7 | 12 | 5.9% |
| 54.1 | 10 | 4.9% |
| 54.5 | 10 | 4.9% |
| 55.5 | 9 | 4.4% |
| 56.7 | 8 | 3.9% |
| 54.3 | 8 | 3.9% |
| 52.6 | 7 | 3.4% |
| 56.1 | 7 | 3.4% |
| Other values (39) | 108 |
| Value | Count | Frequency (%) |
| 47.8 | 1 | 0.5% |
| 48.8 | 2 | 1.0% |
| 49.4 | 2 | 1.0% |
| 49.6 | 4 | 2.0% |
| 49.7 | 3 | 1.5% |
| 50.2 | 6 | |
| 50.5 | 2 | 1.0% |
| 50.6 | 5 | 2.4% |
| 50.8 | 14 | |
| 51 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 59.8 | 2 | 1.0% |
| 59.1 | 3 | 1.5% |
| 58.7 | 4 | |
| 58.3 | 1 | 0.5% |
| 57.5 | 3 | 1.5% |
| 56.7 | 8 | |
| 56.5 | 2 | 1.0% |
| 56.3 | 2 | 1.0% |
| 56.2 | 3 | 1.5% |
| 56.1 | 7 |
| Distinct | 171 |
|---|---|
| Distinct (%) | 83.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2555.565854 |
| Minimum | 1488 |
|---|---|
| Maximum | 4066 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1488 |
|---|---|
| 5-th percentile | 1901 |
| Q1 | 2145 |
| median | 2414 |
| Q3 | 2935 |
| 95-th percentile | 3503 |
| Maximum | 4066 |
| Range | 2578 |
| Interquartile range (IQR) | 790 |
Descriptive statistics
| Standard deviation | 520.6802035 |
|---|---|
| Coefficient of variation (CV) | 0.2037436064 |
| Kurtosis | -0.0428537661 |
| Mean | 2555.565854 |
| Median Absolute Deviation (MAD) | 386 |
| Skewness | 0.6813981891 |
| Sum | 523891 |
| Variance | 271107.8743 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2385 | 4 | 2.0% |
| 1918 | 3 | 1.5% |
| 2275 | 3 | 1.5% |
| 1989 | 3 | 1.5% |
| 2410 | 2 | 1.0% |
| 2191 | 2 | 1.0% |
| 2535 | 2 | 1.0% |
| 2024 | 2 | 1.0% |
| 2414 | 2 | 1.0% |
| 4066 | 2 | 1.0% |
| Other values (161) | 180 |
| Value | Count | Frequency (%) |
| 1488 | 1 | |
| 1713 | 1 | |
| 1819 | 1 | |
| 1837 | 1 | |
| 1874 | 2 | |
| 1876 | 2 | |
| 1889 | 1 | |
| 1890 | 1 | |
| 1900 | 1 | |
| 1905 | 1 |
| Value | Count | Frequency (%) |
| 4066 | 2 | |
| 3950 | 1 | |
| 3900 | 1 | |
| 3770 | 1 | |
| 3750 | 1 | |
| 3740 | 1 | |
| 3715 | 1 | |
| 3685 | 1 | |
| 3515 | 1 | |
| 3505 | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| ohc | |
|---|---|
| ohcf | |
| ohcv | 13 |
| dohc | 12 |
| l | 12 |
| Other values (2) | 5 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.126829268 |
| Min length | 1 |
Characters and Unicode
| Total characters | 641 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | dohc |
|---|---|
| 2nd row | dohc |
| 3rd row | ohcv |
| 4th row | ohc |
| 5th row | ohc |
Common Values
| Value | Count | Frequency (%) |
| ohc | 148 | |
| ohcf | 15 | 7.3% |
| ohcv | 13 | 6.3% |
| dohc | 12 | 5.9% |
| l | 12 | 5.9% |
| rotor | 4 | 2.0% |
| dohcv | 1 | 0.5% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| ohc | 148 | |
| ohcf | 15 | 7.3% |
| ohcv | 13 | 6.3% |
| dohc | 12 | 5.9% |
| l | 12 | 5.9% |
| rotor | 4 | 2.0% |
| dohcv | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 197 | |
| h | 189 | |
| c | 189 | |
| f | 15 | 2.3% |
| v | 14 | 2.2% |
| d | 13 | 2.0% |
| l | 12 | 1.9% |
| r | 8 | 1.2% |
| t | 4 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 641 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 197 | |
| h | 189 | |
| c | 189 | |
| f | 15 | 2.3% |
| v | 14 | 2.2% |
| d | 13 | 2.0% |
| l | 12 | 1.9% |
| r | 8 | 1.2% |
| t | 4 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 641 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 197 | |
| h | 189 | |
| c | 189 | |
| f | 15 | 2.3% |
| v | 14 | 2.2% |
| d | 13 | 2.0% |
| l | 12 | 1.9% |
| r | 8 | 1.2% |
| t | 4 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 641 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 197 | |
| h | 189 | |
| c | 189 | |
| f | 15 | 2.3% |
| v | 14 | 2.2% |
| d | 13 | 2.0% |
| l | 12 | 1.9% |
| r | 8 | 1.2% |
| t | 4 | 0.6% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| four | |
|---|---|
| six | |
| five | 11 |
| eight | 5 |
| two | 4 |
| Other values (2) | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 3.902439024 |
| Min length | 3 |
Characters and Unicode
| Total characters | 800 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | four |
|---|---|
| 2nd row | four |
| 3rd row | six |
| 4th row | four |
| 5th row | five |
Common Values
| Value | Count | Frequency (%) |
| four | 159 | |
| six | 24 | 11.7% |
| five | 11 | 5.4% |
| eight | 5 | 2.4% |
| two | 4 | 2.0% |
| three | 1 | 0.5% |
| twelve | 1 | 0.5% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| four | 159 | |
| six | 24 | 11.7% |
| five | 11 | 5.4% |
| eight | 5 | 2.4% |
| two | 4 | 2.0% |
| three | 1 | 0.5% |
| twelve | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 170 | |
| o | 163 | |
| r | 160 | |
| u | 159 | |
| i | 40 | 5.0% |
| s | 24 | 3.0% |
| x | 24 | 3.0% |
| e | 20 | 2.5% |
| v | 12 | 1.5% |
| t | 11 | 1.4% |
| Other values (4) | 17 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 800 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 170 | |
| o | 163 | |
| r | 160 | |
| u | 159 | |
| i | 40 | 5.0% |
| s | 24 | 3.0% |
| x | 24 | 3.0% |
| e | 20 | 2.5% |
| v | 12 | 1.5% |
| t | 11 | 1.4% |
| Other values (4) | 17 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 800 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 170 | |
| o | 163 | |
| r | 160 | |
| u | 159 | |
| i | 40 | 5.0% |
| s | 24 | 3.0% |
| x | 24 | 3.0% |
| e | 20 | 2.5% |
| v | 12 | 1.5% |
| t | 11 | 1.4% |
| Other values (4) | 17 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 800 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 170 | |
| o | 163 | |
| r | 160 | |
| u | 159 | |
| i | 40 | 5.0% |
| s | 24 | 3.0% |
| x | 24 | 3.0% |
| e | 20 | 2.5% |
| v | 12 | 1.5% |
| t | 11 | 1.4% |
| Other values (4) | 17 | 2.1% |
| Distinct | 44 |
|---|---|
| Distinct (%) | 21.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.9073171 |
| Minimum | 61 |
|---|---|
| Maximum | 326 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 90 |
| Q1 | 97 |
| median | 120 |
| Q3 | 141 |
| 95-th percentile | 201.2 |
| Maximum | 326 |
| Range | 265 |
| Interquartile range (IQR) | 44 |
Descriptive statistics
| Standard deviation | 41.64269344 |
|---|---|
| Coefficient of variation (CV) | 0.3281346923 |
| Kurtosis | 5.305682092 |
| Mean | 126.9073171 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 1.947655045 |
| Sum | 26016 |
| Variance | 1734.113917 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 122 | 15 | 7.3% |
| 92 | 15 | 7.3% |
| 97 | 14 | 6.8% |
| 98 | 14 | 6.8% |
| 108 | 13 | 6.3% |
| 90 | 12 | 5.9% |
| 110 | 12 | 5.9% |
| 109 | 8 | 3.9% |
| 120 | 7 | 3.4% |
| 141 | 7 | 3.4% |
| Other values (34) | 88 |
| Value | Count | Frequency (%) |
| 61 | 1 | 0.5% |
| 70 | 3 | 1.5% |
| 79 | 1 | 0.5% |
| 80 | 1 | 0.5% |
| 90 | 12 | |
| 91 | 5 | 2.4% |
| 92 | 15 | |
| 97 | 14 | |
| 98 | 14 | |
| 103 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 326 | 1 | 0.5% |
| 308 | 1 | 0.5% |
| 304 | 1 | 0.5% |
| 258 | 2 | 1.0% |
| 234 | 2 | 1.0% |
| 209 | 3 | |
| 203 | 1 | 0.5% |
| 194 | 3 | |
| 183 | 4 | |
| 181 | 6 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| mpfi | |
|---|---|
| 2bbl | |
| idi | |
| 1bbl | |
| spdi | 9 |
| Other values (3) | 5 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.897560976 |
| Min length | 3 |
Characters and Unicode
| Total characters | 799 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | mpfi |
|---|---|
| 2nd row | mpfi |
| 3rd row | mpfi |
| 4th row | mpfi |
| 5th row | mpfi |
Common Values
| Value | Count | Frequency (%) |
| mpfi | 94 | |
| 2bbl | 66 | |
| idi | 20 | 9.8% |
| 1bbl | 11 | 5.4% |
| spdi | 9 | 4.4% |
| 4bbl | 3 | 1.5% |
| mfi | 1 | 0.5% |
| spfi | 1 | 0.5% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| mpfi | 94 | |
| 2bbl | 66 | |
| idi | 20 | 9.8% |
| 1bbl | 11 | 5.4% |
| spdi | 9 | 4.4% |
| 4bbl | 3 | 1.5% |
| mfi | 1 | 0.5% |
| spfi | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 160 | |
| i | 145 | |
| p | 104 | |
| f | 96 | |
| m | 95 | |
| l | 80 | |
| 2 | 66 | |
| d | 29 | 3.6% |
| 1 | 11 | 1.4% |
| s | 10 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 719 | |
| Decimal Number | 80 | 10.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 160 | |
| i | 145 | |
| p | 104 | |
| f | 96 | |
| m | 95 | |
| l | 80 | |
| d | 29 | 4.0% |
| s | 10 | 1.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 66 | |
| 1 | 11 | 13.8% |
| 4 | 3 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 719 | |
| Common | 80 | 10.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| b | 160 | |
| i | 145 | |
| p | 104 | |
| f | 96 | |
| m | 95 | |
| l | 80 | |
| d | 29 | 4.0% |
| s | 10 | 1.4% |
Common
| Value | Count | Frequency (%) |
| 2 | 66 | |
| 1 | 11 | 13.8% |
| 4 | 3 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 799 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| b | 160 | |
| i | 145 | |
| p | 104 | |
| f | 96 | |
| m | 95 | |
| l | 80 | |
| 2 | 66 | |
| d | 29 | 3.6% |
| 1 | 11 | 1.4% |
| s | 10 | 1.3% |
| Distinct | 39 |
|---|---|
| Distinct (%) | 19.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| 3.62 | |
|---|---|
| 3.19 | |
| 3.15 | |
| 3.03 | 12 |
| 2.97 | 12 |
| Other values (34) |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.941463415 |
| Min length | 1 |
Characters and Unicode
| Total characters | 808 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | 4.4% |
Sample
| 1st row | 3.47 |
|---|---|
| 2nd row | 3.47 |
| 3rd row | 2.68 |
| 4th row | 3.19 |
| 5th row | 3.19 |
Common Values
| Value | Count | Frequency (%) |
| 3.62 | 23 | 11.2% |
| 3.19 | 20 | 9.8% |
| 3.15 | 15 | 7.3% |
| 3.03 | 12 | 5.9% |
| 2.97 | 12 | 5.9% |
| 3.46 | 9 | 4.4% |
| 3.31 | 8 | 3.9% |
| 3.78 | 8 | 3.9% |
| 3.43 | 8 | 3.9% |
| 3.27 | 7 | 3.4% |
| Other values (29) | 83 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 3.62 | 23 | 11.2% |
| 3.19 | 20 | 9.8% |
| 3.15 | 15 | 7.3% |
| 3.03 | 12 | 5.9% |
| 2.97 | 12 | 5.9% |
| 3.46 | 9 | 4.4% |
| 3.31 | 8 | 3.9% |
| 3.78 | 8 | 3.9% |
| 3.43 | 8 | 3.9% |
| 2.91 | 7 | 3.4% |
| Other values (29) | 83 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 225 | |
| . | 201 | |
| 1 | 61 | 7.5% |
| 2 | 56 | 6.9% |
| 9 | 53 | 6.6% |
| 5 | 43 | 5.3% |
| 7 | 41 | 5.1% |
| 6 | 38 | 4.7% |
| 0 | 34 | 4.2% |
| 4 | 34 | 4.2% |
| Other values (2) | 22 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 603 | |
| Other Punctuation | 205 | 25.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 225 | |
| 1 | 61 | 10.1% |
| 2 | 56 | 9.3% |
| 9 | 53 | 8.8% |
| 5 | 43 | 7.1% |
| 7 | 41 | 6.8% |
| 6 | 38 | 6.3% |
| 0 | 34 | 5.6% |
| 4 | 34 | 5.6% |
| 8 | 18 | 3.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 201 | |
| ? | 4 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 808 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 225 | |
| . | 201 | |
| 1 | 61 | 7.5% |
| 2 | 56 | 6.9% |
| 9 | 53 | 6.6% |
| 5 | 43 | 5.3% |
| 7 | 41 | 5.1% |
| 6 | 38 | 4.7% |
| 0 | 34 | 4.2% |
| 4 | 34 | 4.2% |
| Other values (2) | 22 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 808 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 225 | |
| . | 201 | |
| 1 | 61 | 7.5% |
| 2 | 56 | 6.9% |
| 9 | 53 | 6.6% |
| 5 | 43 | 5.3% |
| 7 | 41 | 5.1% |
| 6 | 38 | 4.7% |
| 0 | 34 | 4.2% |
| 4 | 34 | 4.2% |
| Other values (2) | 22 | 2.7% |
| Distinct | 37 |
|---|---|
| Distinct (%) | 18.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| 3.40 | |
|---|---|
| 3.23 | |
| 3.15 | |
| 3.03 | |
| 3.39 | 13 |
| Other values (32) |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.941463415 |
| Min length | 1 |
Characters and Unicode
| Total characters | 808 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 3.4% |
Sample
| 1st row | 2.68 |
|---|---|
| 2nd row | 2.68 |
| 3rd row | 3.47 |
| 4th row | 3.40 |
| 5th row | 3.40 |
Common Values
| Value | Count | Frequency (%) |
| 3.40 | 20 | 9.8% |
| 3.23 | 14 | 6.8% |
| 3.15 | 14 | 6.8% |
| 3.03 | 14 | 6.8% |
| 3.39 | 13 | 6.3% |
| 2.64 | 11 | 5.4% |
| 3.29 | 9 | 4.4% |
| 3.35 | 9 | 4.4% |
| 3.46 | 8 | 3.9% |
| 3.11 | 6 | 2.9% |
| Other values (27) | 87 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 3.40 | 20 | 9.8% |
| 3.15 | 14 | 6.8% |
| 3.03 | 14 | 6.8% |
| 3.23 | 14 | 6.8% |
| 3.39 | 13 | 6.3% |
| 2.64 | 11 | 5.4% |
| 3.29 | 9 | 4.4% |
| 3.35 | 9 | 4.4% |
| 3.46 | 8 | 3.9% |
| 3.58 | 6 | 2.9% |
| Other values (27) | 87 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 226 | |
| . | 201 | |
| 4 | 60 | 7.4% |
| 2 | 60 | 7.4% |
| 0 | 59 | 7.3% |
| 1 | 47 | 5.8% |
| 5 | 44 | 5.4% |
| 9 | 36 | 4.5% |
| 6 | 33 | 4.1% |
| 7 | 21 | 2.6% |
| Other values (2) | 21 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 603 | |
| Other Punctuation | 205 | 25.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 226 | |
| 4 | 60 | 10.0% |
| 2 | 60 | 10.0% |
| 0 | 59 | 9.8% |
| 1 | 47 | 7.8% |
| 5 | 44 | 7.3% |
| 9 | 36 | 6.0% |
| 6 | 33 | 5.5% |
| 7 | 21 | 3.5% |
| 8 | 17 | 2.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 201 | |
| ? | 4 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 808 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 226 | |
| . | 201 | |
| 4 | 60 | 7.4% |
| 2 | 60 | 7.4% |
| 0 | 59 | 7.3% |
| 1 | 47 | 5.8% |
| 5 | 44 | 5.4% |
| 9 | 36 | 4.5% |
| 6 | 33 | 4.1% |
| 7 | 21 | 2.6% |
| Other values (2) | 21 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 808 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 226 | |
| . | 201 | |
| 4 | 60 | 7.4% |
| 2 | 60 | 7.4% |
| 0 | 59 | 7.3% |
| 1 | 47 | 5.8% |
| 5 | 44 | 5.4% |
| 9 | 36 | 4.5% |
| 6 | 33 | 4.1% |
| 7 | 21 | 2.6% |
| Other values (2) | 21 | 2.6% |
| Distinct | 32 |
|---|---|
| Distinct (%) | 15.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.14253659 |
| Minimum | 7 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 7.5 |
| Q1 | 8.6 |
| median | 9 |
| Q3 | 9.4 |
| 95-th percentile | 21.82 |
| Maximum | 23 |
| Range | 16 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 3.972040322 |
|---|---|
| Coefficient of variation (CV) | 0.3916219861 |
| Kurtosis | 5.233054348 |
| Mean | 10.14253659 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 2.610862458 |
| Sum | 2079.22 |
| Variance | 15.77710432 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 9 | 46 | |
| 9.4 | 26 | |
| 8.5 | 14 | 6.8% |
| 9.5 | 13 | 6.3% |
| 9.3 | 11 | 5.4% |
| 8.7 | 9 | 4.4% |
| 8 | 8 | 3.9% |
| 9.2 | 8 | 3.9% |
| 7 | 7 | 3.4% |
| 8.6 | 5 | 2.4% |
| Other values (22) | 58 |
| Value | Count | Frequency (%) |
| 7 | 7 | |
| 7.5 | 5 | 2.4% |
| 7.6 | 4 | 2.0% |
| 7.7 | 2 | 1.0% |
| 7.8 | 1 | 0.5% |
| 8 | 8 | |
| 8.1 | 2 | 1.0% |
| 8.3 | 3 | 1.5% |
| 8.4 | 5 | 2.4% |
| 8.5 | 14 |
| Value | Count | Frequency (%) |
| 23 | 5 | |
| 22.7 | 1 | 0.5% |
| 22.5 | 3 | |
| 22 | 1 | 0.5% |
| 21.9 | 1 | 0.5% |
| 21.5 | 4 | |
| 21 | 5 | |
| 11.5 | 1 | 0.5% |
| 10.1 | 1 | 0.5% |
| 10 | 3 |
| Distinct | 60 |
|---|---|
| Distinct (%) | 29.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| 68 | |
|---|---|
| 70 | 11 |
| 69 | 10 |
| 116 | 9 |
| 110 | 8 |
| Other values (55) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.448780488 |
| Min length | 1 |
Characters and Unicode
| Total characters | 502 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | 9.8% |
Sample
| 1st row | 111 |
|---|---|
| 2nd row | 111 |
| 3rd row | 154 |
| 4th row | 102 |
| 5th row | 115 |
Common Values
| Value | Count | Frequency (%) |
| 68 | 19 | 9.3% |
| 70 | 11 | 5.4% |
| 69 | 10 | 4.9% |
| 116 | 9 | 4.4% |
| 110 | 8 | 3.9% |
| 95 | 7 | 3.4% |
| 88 | 6 | 2.9% |
| 62 | 6 | 2.9% |
| 101 | 6 | 2.9% |
| 160 | 6 | 2.9% |
| Other values (50) | 117 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 68 | 19 | 9.3% |
| 70 | 11 | 5.4% |
| 69 | 10 | 4.9% |
| 116 | 9 | 4.4% |
| 110 | 8 | 3.9% |
| 95 | 7 | 3.4% |
| 101 | 6 | 2.9% |
| 114 | 6 | 2.9% |
| 160 | 6 | 2.9% |
| 62 | 6 | 2.9% |
| Other values (50) | 117 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 133 | |
| 6 | 73 | |
| 8 | 58 | |
| 0 | 52 | 10.4% |
| 2 | 49 | 9.8% |
| 5 | 35 | 7.0% |
| 7 | 32 | 6.4% |
| 9 | 31 | 6.2% |
| 4 | 27 | 5.4% |
| 3 | 10 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 500 | |
| Other Punctuation | 2 | 0.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 133 | |
| 6 | 73 | |
| 8 | 58 | |
| 0 | 52 | 10.4% |
| 2 | 49 | 9.8% |
| 5 | 35 | 7.0% |
| 7 | 32 | 6.4% |
| 9 | 31 | 6.2% |
| 4 | 27 | 5.4% |
| 3 | 10 | 2.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| ? | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 502 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 133 | |
| 6 | 73 | |
| 8 | 58 | |
| 0 | 52 | 10.4% |
| 2 | 49 | 9.8% |
| 5 | 35 | 7.0% |
| 7 | 32 | 6.4% |
| 9 | 31 | 6.2% |
| 4 | 27 | 5.4% |
| 3 | 10 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 502 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 133 | |
| 6 | 73 | |
| 8 | 58 | |
| 0 | 52 | 10.4% |
| 2 | 49 | 9.8% |
| 5 | 35 | 7.0% |
| 7 | 32 | 6.4% |
| 9 | 31 | 6.2% |
| 4 | 27 | 5.4% |
| 3 | 10 | 2.0% |
| Distinct | 24 |
|---|---|
| Distinct (%) | 11.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| 5500 | |
|---|---|
| 4800 | |
| 5000 | |
| 5200 | |
| 5400 | |
| Other values (19) |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.970731707 |
| Min length | 1 |
Characters and Unicode
| Total characters | 814 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 2.4% |
Sample
| 1st row | 5000 |
|---|---|
| 2nd row | 5000 |
| 3rd row | 5000 |
| 4th row | 5500 |
| 5th row | 5500 |
Common Values
| Value | Count | Frequency (%) |
| 5500 | 37 | |
| 4800 | 36 | |
| 5000 | 27 | |
| 5200 | 23 | |
| 5400 | 13 | 6.3% |
| 6000 | 9 | 4.4% |
| 5250 | 7 | 3.4% |
| 4500 | 7 | 3.4% |
| 5800 | 7 | 3.4% |
| 4200 | 5 | 2.4% |
| Other values (14) | 34 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 5500 | 37 | |
| 4800 | 36 | |
| 5000 | 27 | |
| 5200 | 23 | |
| 5400 | 13 | 6.3% |
| 6000 | 9 | 4.4% |
| 5250 | 7 | 3.4% |
| 4500 | 7 | 3.4% |
| 5800 | 7 | 3.4% |
| 4200 | 5 | 2.4% |
| Other values (14) | 34 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 417 | |
| 5 | 192 | |
| 4 | 85 | 10.4% |
| 8 | 43 | 5.3% |
| 2 | 38 | 4.7% |
| 6 | 15 | 1.8% |
| 1 | 8 | 1.0% |
| 7 | 5 | 0.6% |
| 3 | 5 | 0.6% |
| 9 | 4 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 812 | |
| Other Punctuation | 2 | 0.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 417 | |
| 5 | 192 | |
| 4 | 85 | 10.5% |
| 8 | 43 | 5.3% |
| 2 | 38 | 4.7% |
| 6 | 15 | 1.8% |
| 1 | 8 | 1.0% |
| 7 | 5 | 0.6% |
| 3 | 5 | 0.6% |
| 9 | 4 | 0.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| ? | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 814 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 417 | |
| 5 | 192 | |
| 4 | 85 | 10.4% |
| 8 | 43 | 5.3% |
| 2 | 38 | 4.7% |
| 6 | 15 | 1.8% |
| 1 | 8 | 1.0% |
| 7 | 5 | 0.6% |
| 3 | 5 | 0.6% |
| 9 | 4 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 814 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 417 | |
| 5 | 192 | |
| 4 | 85 | 10.4% |
| 8 | 43 | 5.3% |
| 2 | 38 | 4.7% |
| 6 | 15 | 1.8% |
| 1 | 8 | 1.0% |
| 7 | 5 | 0.6% |
| 3 | 5 | 0.6% |
| 9 | 4 | 0.5% |
| Distinct | 29 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.2195122 |
| Minimum | 13 |
|---|---|
| Maximum | 49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 19 |
| median | 24 |
| Q3 | 30 |
| 95-th percentile | 37 |
| Maximum | 49 |
| Range | 36 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.542141653 |
|---|---|
| Coefficient of variation (CV) | 0.2594079379 |
| Kurtosis | 0.5786483405 |
| Mean | 25.2195122 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.6637040288 |
| Sum | 5170 |
| Variance | 42.79961741 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 31 | 28 | |
| 19 | 27 | |
| 24 | 22 | |
| 27 | 14 | 6.8% |
| 17 | 13 | 6.3% |
| 26 | 12 | 5.9% |
| 23 | 12 | 5.9% |
| 21 | 8 | 3.9% |
| 25 | 8 | 3.9% |
| 30 | 8 | 3.9% |
| Other values (19) | 53 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.5% |
| 14 | 2 | 1.0% |
| 15 | 3 | 1.5% |
| 16 | 6 | 2.9% |
| 17 | 13 | |
| 18 | 3 | 1.5% |
| 19 | 27 | |
| 20 | 3 | 1.5% |
| 21 | 8 | 3.9% |
| 22 | 4 | 2.0% |
| Value | Count | Frequency (%) |
| 49 | 1 | 0.5% |
| 47 | 1 | 0.5% |
| 45 | 1 | 0.5% |
| 38 | 7 | |
| 37 | 6 | |
| 36 | 1 | 0.5% |
| 35 | 1 | 0.5% |
| 34 | 1 | 0.5% |
| 33 | 1 | 0.5% |
| 32 | 1 | 0.5% |
| Distinct | 30 |
|---|---|
| Distinct (%) | 14.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.75121951 |
| Minimum | 16 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 25 |
| median | 30 |
| Q3 | 34 |
| 95-th percentile | 42.8 |
| Maximum | 54 |
| Range | 38 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.886443131 |
|---|---|
| Coefficient of variation (CV) | 0.2239404889 |
| Kurtosis | 0.4400703815 |
| Mean | 30.75121951 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.5399971879 |
| Sum | 6304 |
| Variance | 47.423099 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 25 | 19 | 9.3% |
| 38 | 17 | 8.3% |
| 24 | 17 | 8.3% |
| 30 | 16 | 7.8% |
| 32 | 16 | 7.8% |
| 34 | 14 | 6.8% |
| 37 | 13 | 6.3% |
| 28 | 13 | 6.3% |
| 29 | 10 | 4.9% |
| 33 | 9 | 4.4% |
| Other values (20) | 61 |
| Value | Count | Frequency (%) |
| 16 | 2 | 1.0% |
| 17 | 1 | 0.5% |
| 18 | 2 | 1.0% |
| 19 | 2 | 1.0% |
| 20 | 2 | 1.0% |
| 22 | 8 | |
| 23 | 7 | 3.4% |
| 24 | 17 | |
| 25 | 19 | |
| 26 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| 54 | 1 | 0.5% |
| 53 | 1 | 0.5% |
| 50 | 1 | 0.5% |
| 47 | 2 | 1.0% |
| 46 | 2 | 1.0% |
| 43 | 4 | 2.0% |
| 42 | 3 | 1.5% |
| 41 | 3 | 1.5% |
| 39 | 2 | 1.0% |
| 38 | 17 |
| Distinct | 187 |
|---|---|
| Distinct (%) | 91.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| ? | 4 |
|---|---|
| 8921 | 2 |
| 18150 | 2 |
| 8845 | 2 |
| 8495 | 2 |
| Other values (182) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.443902439 |
| Min length | 1 |
Characters and Unicode
| Total characters | 911 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 171 ? |
|---|---|
| Unique (%) | 83.4% |
Sample
| 1st row | 13495 |
|---|---|
| 2nd row | 16500 |
| 3rd row | 16500 |
| 4th row | 13950 |
| 5th row | 17450 |
Common Values
| Value | Count | Frequency (%) |
| ? | 4 | 2.0% |
| 8921 | 2 | 1.0% |
| 18150 | 2 | 1.0% |
| 8845 | 2 | 1.0% |
| 8495 | 2 | 1.0% |
| 7609 | 2 | 1.0% |
| 6692 | 2 | 1.0% |
| 6229 | 2 | 1.0% |
| 7957 | 2 | 1.0% |
| 7775 | 2 | 1.0% |
| Other values (177) | 183 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 4 | 2.0% | |
| 7775 | 2 | 1.0% |
| 8921 | 2 | 1.0% |
| 13499 | 2 | 1.0% |
| 7898 | 2 | 1.0% |
| 16500 | 2 | 1.0% |
| 9279 | 2 | 1.0% |
| 5572 | 2 | 1.0% |
| 7295 | 2 | 1.0% |
| 7957 | 2 | 1.0% |
| Other values (177) | 183 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 152 | |
| 1 | 123 | |
| 5 | 123 | |
| 8 | 98 | |
| 0 | 82 | |
| 6 | 73 | |
| 2 | 71 | |
| 7 | 69 | |
| 4 | 66 | |
| 3 | 50 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 907 | |
| Other Punctuation | 4 | 0.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 152 | |
| 1 | 123 | |
| 5 | 123 | |
| 8 | 98 | |
| 0 | 82 | |
| 6 | 73 | |
| 2 | 71 | |
| 7 | 69 | |
| 4 | 66 | |
| 3 | 50 | 5.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| ? | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 911 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 9 | 152 | |
| 1 | 123 | |
| 5 | 123 | |
| 8 | 98 | |
| 0 | 82 | |
| 6 | 73 | |
| 2 | 71 | |
| 7 | 69 | |
| 4 | 66 | |
| 3 | 50 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 911 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 9 | 152 | |
| 1 | 123 | |
| 5 | 123 | |
| 8 | 98 | |
| 0 | 82 | |
| 6 | 73 | |
| 2 | 71 | |
| 7 | 69 | |
| 4 | 66 | |
| 3 | 50 | 5.5% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| symboling | normalized-losses | make | fuel-type | aspiration | num-of-doors | body-style | drive-wheels | engine-location | wheel-base | length | width | height | curb-weight | engine-type | num-of-cylinders | engine-size | fuel-system | bore | stroke | compression-ratio | horsepower | peak-rpm | city-mpg | highway-mpg | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | ? | alfa-romero | gas | std | two | convertible | rwd | front | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | dohc | four | 130 | mpfi | 3.47 | 2.68 | 9.0 | 111 | 5000 | 21 | 27 | 13495 |
| 1 | 3 | ? | alfa-romero | gas | std | two | convertible | rwd | front | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | dohc | four | 130 | mpfi | 3.47 | 2.68 | 9.0 | 111 | 5000 | 21 | 27 | 16500 |
| 2 | 1 | ? | alfa-romero | gas | std | two | hatchback | rwd | front | 94.5 | 171.2 | 65.5 | 52.4 | 2823 | ohcv | six | 152 | mpfi | 2.68 | 3.47 | 9.0 | 154 | 5000 | 19 | 26 | 16500 |
| 3 | 2 | 164 | audi | gas | std | four | sedan | fwd | front | 99.8 | 176.6 | 66.2 | 54.3 | 2337 | ohc | four | 109 | mpfi | 3.19 | 3.40 | 10.0 | 102 | 5500 | 24 | 30 | 13950 |
| 4 | 2 | 164 | audi | gas | std | four | sedan | 4wd | front | 99.4 | 176.6 | 66.4 | 54.3 | 2824 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.0 | 115 | 5500 | 18 | 22 | 17450 |
| 5 | 2 | ? | audi | gas | std | two | sedan | fwd | front | 99.8 | 177.3 | 66.3 | 53.1 | 2507 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110 | 5500 | 19 | 25 | 15250 |
| 6 | 1 | 158 | audi | gas | std | four | sedan | fwd | front | 105.8 | 192.7 | 71.4 | 55.7 | 2844 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110 | 5500 | 19 | 25 | 17710 |
| 7 | 1 | ? | audi | gas | std | four | wagon | fwd | front | 105.8 | 192.7 | 71.4 | 55.7 | 2954 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110 | 5500 | 19 | 25 | 18920 |
| 8 | 1 | 158 | audi | gas | turbo | four | sedan | fwd | front | 105.8 | 192.7 | 71.4 | 55.9 | 3086 | ohc | five | 131 | mpfi | 3.13 | 3.40 | 8.3 | 140 | 5500 | 17 | 20 | 23875 |
| 9 | 0 | ? | audi | gas | turbo | two | hatchback | 4wd | front | 99.5 | 178.2 | 67.9 | 52.0 | 3053 | ohc | five | 131 | mpfi | 3.13 | 3.40 | 7.0 | 160 | 5500 | 16 | 22 | ? |
Last rows
| symboling | normalized-losses | make | fuel-type | aspiration | num-of-doors | body-style | drive-wheels | engine-location | wheel-base | length | width | height | curb-weight | engine-type | num-of-cylinders | engine-size | fuel-system | bore | stroke | compression-ratio | horsepower | peak-rpm | city-mpg | highway-mpg | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 195 | -1 | 74 | volvo | gas | std | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3034 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114 | 5400 | 23 | 28 | 13415 |
| 196 | -2 | 103 | volvo | gas | std | four | sedan | rwd | front | 104.3 | 188.8 | 67.2 | 56.2 | 2935 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114 | 5400 | 24 | 28 | 15985 |
| 197 | -1 | 74 | volvo | gas | std | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3042 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114 | 5400 | 24 | 28 | 16515 |
| 198 | -2 | 103 | volvo | gas | turbo | four | sedan | rwd | front | 104.3 | 188.8 | 67.2 | 56.2 | 3045 | ohc | four | 130 | mpfi | 3.62 | 3.15 | 7.5 | 162 | 5100 | 17 | 22 | 18420 |
| 199 | -1 | 74 | volvo | gas | turbo | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3157 | ohc | four | 130 | mpfi | 3.62 | 3.15 | 7.5 | 162 | 5100 | 17 | 22 | 18950 |
| 200 | -1 | 95 | volvo | gas | std | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 2952 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114 | 5400 | 23 | 28 | 16845 |
| 201 | -1 | 95 | volvo | gas | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.8 | 55.5 | 3049 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 8.7 | 160 | 5300 | 19 | 25 | 19045 |
| 202 | -1 | 95 | volvo | gas | std | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3012 | ohcv | six | 173 | mpfi | 3.58 | 2.87 | 8.8 | 134 | 5500 | 18 | 23 | 21485 |
| 203 | -1 | 95 | volvo | diesel | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3217 | ohc | six | 145 | idi | 3.01 | 3.40 | 23.0 | 106 | 4800 | 26 | 27 | 22470 |
| 204 | -1 | 95 | volvo | gas | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3062 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114 | 5400 | 19 | 25 | 22625 |